视觉定位论文趋势 2023–2026
短语定位
统计范围:NeurIPS、ICLR、ICML、CVPR 四个会议,2023–2026 年,共 209 篇被归入该主题的论文。
主要结论
- 视觉定位论文从 2023 年的 23 篇增长到 2026 年的 100 篇,三年间扩大到约 4.3 倍。
- CVPR 是发视觉定位论文最多的会议,2023–2026 年共 108 篇,占四个会议总量的 52%。
- 交叉方向里涨得最快的是多模态大模型:同时属于两个主题的论文从 2023 年的 2 篇增至 2026 年的 56 篇。
- 在「开放词汇视觉」的 5 个主题里,它的 2026 年论文数排第 3;同组增长最快的开放词汇检测是 1.5 倍,视觉定位是 4.3 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 4 | 1 | 1 | 17 | 23 |
| 2024 | 10 | 4 | 0 | 28 | 42 |
| 2025 | 13 | 9 | 3 | 19 | 44 |
| 2026 | 33 | 9 | 14 | 44 | 100 |
代表论文
按年份和会议均匀挑选,方便快速看到每一届的样貌
- NeurIPS 2026From Squeezing to Grounding: Visual Guided DPO for Multimodal Hallucination Mitigation
- ICML 2026PGT: Procedurally Generated Tasks for improving visual grounding in MLLMs
- ICLR 2026How Do Medical MLLMs Fail? A Study on Visual Grounding in Medical Images
- CVPR 2026EG-3DVG Expression and Geometry Aware Grounding Decoder for 3D Visual
- NeurIPS 2025From Objects to Anywhere: A Holistic Benchmark for Multi-level Visual Grounding in 3D Scenes
- ICML 2025Fundamental Limits of Visual Autoregressive Transformers: Universal Approximation Abilities
- ICLR 2025DenseGrounding: Improving Dense Language-Vision Semantics for Ego-centric 3D Visual Grounding
- CVPR 2025Discovering Hidden Visual Concepts Beyond Linguistic Input in Infant Learning
- NeurIPS 2024IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos
- ICLR 2024CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding
- CVPR 2024EmoVIT: Revolutionizing Emotion Insights with Visual Instruction Tuning
- NeurIPS 2023Grounding Neural Inference with Satisfiability Modulo Theories
- ICML 2023Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues
- ICLR 2023Learning to reason over visual objects
- CVPR 2023Advancing Visual Grounding With Scene Knowledge: Benchmark and Method
- NeurIPS 2026Not All Instances Should Contribute Equally: Sparse Support Grounding via Unbalanced Transport for Heterogeneous MIL
- ICML 2026Grounding Functional Similarity by Invariance-Aware Model Stitching
- ICLR 2026CloDS: Visual-Only Unsupervised Cloth Dynamics Learning in Unknown Conditions
- CVPR 2026Enhancing Part-Level Point Grounding for Any Open-Source MLLMs
- NeurIPS 2025On the rankability of visual embeddings
全部视觉定位论文
共 60 篇,第 1 / 2 页
- NeurIPS 2026Attention Heads are Complementary Visual Units: Mitigating Hallucinations in LVLMs via Adaptive Visual Cues Focusing
- NeurIPS 2026BoxTuning: Object-Aware Visual Prompting for Multimodal Model Fine-Tuning
- NeurIPS 2026Causal-Geo: Neuro-Symbolic Spatial Grounding for Situated Agent Planning
- NeurIPS 2026DRAGON : A Benchmark for Evidence-Grounded Visual Reasoning over Diagrams
- NeurIPS 2026Echo-SAM: Zero-Shot Learning of Unseen Structures via Medical Knowledge Graph Grounding
- NeurIPS 2026Edit the Bits, Diff the Codes: Bitwise Residual Editing for Visual Autoregressive Models
- NeurIPS 2026From Squeezing to Grounding: Visual Guided DPO for Multimodal Hallucination Mitigation
- NeurIPS 2026GEAR-Align: Grounding-Evidence-Aware Gradient Routing for Multimodal Alignment
- NeurIPS 2026Grounding Multimodal Reasoning with Evidence-Ablated Negatives
- NeurIPS 2026Hidden Forgetting in Continual Multimodal Learning: When Accuracy Survives but Grounding Fails
- NeurIPS 2026IntentLens: Grounding Underspecified Multimodal Queries for Recommendation via Tool-Augmented Reasoning
- NeurIPS 2026MammoGPS: A Benchmark for Visual Grounding, Perception, and Spatial Reasoning in Mammography
- NeurIPS 2026MedVIGOR: Visual Evidence Internalization for Observation-Driven Reasoning in Medical VLMs
- NeurIPS 2026MoT3DVG: A Benchmark for Outdoor 3D Visual Grounding with Motion-Aware Descriptions and Temporal Cues
- NeurIPS 2026Not All Instances Should Contribute Equally: Sparse Support Grounding via Unbalanced Transport for Heterogeneous MIL
- NeurIPS 2026PixFoundation 2.0: Do Video Multi-Modal LLMs Use Motion in Visual Grounding?
- NeurIPS 2026RECIPE: Procedural Planning via Grounding in Instructional Video
- NeurIPS 2026See to Believe: Segmentation by Reasoning with Visual Evidence
- NeurIPS 2026Self-Rewarded Multimodal Coherent Reasoning Across Diverse Visual Domains
- NeurIPS 2026SIEVES: Selective Prediction Generalizes through Visual Evidence Scoring
- NeurIPS 2026SLVR: Structured Latent Visual Reasoning via Human-like Reasoning Flows
- NeurIPS 2026SpaG-DiT: Enhancing Spatial Grounding for Diffusion Transformers
- NeurIPS 2026Thinking with Visual Primitives
- NeurIPS 2026TIGER-FG: Text-Guided Implicit Fine-Grained Grounding for E-commerce Retrieval
- NeurIPS 2026UniFunc3D: Unified Active Spatial-Temporal Grounding for 3D Affordance Segmentation
- NeurIPS 2026VC-OPD: Visual Counterfactual On-Policy Distillation for Grounded Vision-Language Reasoning
- NeurIPS 2026VIGOR: Benchmarking Visual Rationale Correctness in Multimodal Large Language Models
- NeurIPS 2026Vision-Language Grounding as Bidirectional Concept Correspondence
- NeurIPS 2026Visual Enhanced Depth Scaling for Multimodal Latent Reasoning
- NeurIPS 2026Visual Grounding First, Multimodal In-context Learning Follows
- NeurIPS 2026Visual Harness: Grounding Multimodal Reasoning in Physics Engines
- NeurIPS 2026Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models
- NeurIPS 2026What Sketches Tell Us about LVLMs: Conventions, Grounding, and Localisation
- NeurIPS 2025Empower Words: DualGround for Structured Phrase and Sentence-Level Temporal Grounding
- NeurIPS 2025From Objects to Anywhere: A Holistic Benchmark for Multi-level Visual Grounding in 3D Scenes
- NeurIPS 2025Ground-Compose-Reinforce: Grounding Language in Agentic Behaviours using Limited Data
- NeurIPS 2025GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
- NeurIPS 2025Jury-and-Judge Chain-of-Thought for Uncovering Toxic Data in 3D Visual Grounding
- NeurIPS 2025MedSG-Bench: A Benchmark for Medical Image Sequences Grounding
- NeurIPS 2025On the rankability of visual embeddings
- NeurIPS 2025PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding
- NeurIPS 2025Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs
- NeurIPS 2025Quantum Visual Fields with Neural Amplitude Encoding
- NeurIPS 2025SE-GUI: Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning
- NeurIPS 2025SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding
- NeurIPS 2025Where Does It Exist from the Low-Altitude: Spatial Aerial Video Grounding
- NeurIPS 2024GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation
- NeurIPS 2024IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos
- NeurIPS 2024Instruction-Guided Visual Masking
- NeurIPS 2024NeuMA: Neural Material Adaptor for Visual Grounding of Intrinsic Dynamics
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后,写综述、挑方向或准备投稿时,不用离开对话框就能拿到这页的数字:每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文,AI 会按你的问题整理。
可以直接复制这句话问 AI
用 paperlist 查视觉定位在 CVPR 2023–2026 的论文趋势,哪一年涨得最快?
AI 会调用的工具:get_topic_stats {"topic": "grounding"}
常见问题
- 2023–2026 年四大会议一共有多少篇视觉定位论文?
- 共 209 篇,按年份分别是 2023 年 23 篇、2024 年 42 篇、2025 年 44 篇、2026 年 100 篇。
- NeurIPS 2026 有多少篇视觉定位论文?
- NeurIPS 2026 有 33 篇视觉定位论文,上一届是 13 篇。
- ICLR 2026 有多少篇视觉定位论文?
- ICLR 2026 有 9 篇视觉定位论文,上一届是 9 篇。
- ICML 2026 有多少篇视觉定位论文?
- ICML 2026 有 14 篇视觉定位论文,上一届是 3 篇。
- CVPR 2026 有多少篇视觉定位论文?
- CVPR 2026 有 44 篇视觉定位论文,上一届是 19 篇。
- 哪个会议的视觉定位论文最多?
- CVPR,2023–2026 年共 108 篇。